Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max |
|---|---|---|
| rf | 0.8531746 | 0.5626984 |
| bt | 0.8119048 | 0.4912698 |
| maxnet | 0.8313492 | 0.5746032 |
| gam | 0.8095238 | 0.5769841 |
| glm | 0.7162698 | 0.4000000 |
Variable Importance